%O cited By 1; Conference of 4th International Conference on Information and Network Security, ICINS 2016 ; Conference Date: 28 December 2016 Through 31 December 2016; Conference Code:126330
%P 77-82
%I Association for Computing Machinery
%K Degrees of freedom (mechanics); Network security; Parallel processing systems; Websites, Degree of freedom; Degree of uncertainty; Evaluation modeling; Fuzzy; Fuzzy type-2; High performance computing; High performance computing (HPC); QoS evaluation, Web services
%R 10.1145/3026724.3026734
%J ACM International Conference Proceeding Series
%T A review on a high performance computing-based interval fuzzy type-2 model for web services' QoS evaluation
%A M.H. Hasan
%A J. Jaafar
%A I.A. Aziz
%A L.A.B. Rahim
%L scholars6442
%D 2016
%X Web services' QoS evaluation involves high degree of uncertainty due to the unpredictable nature of network. Existing models are not realistic because they apply crisp computation. Hence, a model using Interval Fuzzy Type-2 (IT2) method was proposed in our previous work. IT2 method was selected because it has better ability than Fuzzy Type-1 and crisp methods in handling uncertainties. However, the introduction of an extra component and a degree of freedom has made IT2 method computationally expensive. Therefore, it is proposed that the IT2-based web services' evaluation model to be implemented on high performance computing (HPC) platform. This paper reviews previous research that are related to HPC-based IT2 implementation as well as discusses the implications of the work. © 2016 ACM.